Search Results for author: Rodrigo Minetto

Found 10 papers, 6 papers with code

Leveraging Model Fusion for Improved License Plate Recognition

no code implementations8 Sep 2023 Rayson Laroca, Luiz A. Zanlorensi, Valter Estevam, Rodrigo Minetto, David Menotti

License Plate Recognition (LPR) plays a critical role in various applications, such as toll collection, parking management, and traffic law enforcement.

License Plate Recognition Management

Do We Train on Test Data? The Impact of Near-Duplicates on License Plate Recognition

no code implementations10 Apr 2023 Rayson Laroca, Valter Estevam, Alceu S. Britto Jr., Rodrigo Minetto, David Menotti

This work draws attention to the large fraction of near-duplicates in the training and test sets of datasets widely adopted in License Plate Recognition (LPR) research.

License Plate Recognition

Measuring economic activity from space: a case study using flying airplanes and COVID-19

1 code implementation21 Apr 2021 Mauricio Pamplona Segundo, Allan Pinto, Rodrigo Minetto, Ricardo da Silva Torres, Sudeep Sarkar

This work introduces a novel solution to measure economic activity through remote sensing for a wide range of spatial areas.

Earth Observation

Active Fire Detection in Landsat-8 Imagery: a Large-Scale Dataset and a Deep-Learning Study

1 code implementation9 Jan 2021 Gabriel Henrique de Almeida Pereira, André Minoro Fusioka, Bogdan Tomoyuki Nassu, Rodrigo Minetto

Active fire detection in satellite imagery is of critical importance to the management of environmental conservation policies, supporting decision-making and law enforcement.

Decision Making Fire Detection +1

Vehicle-Rear: A New Dataset to Explore Feature Fusion for Vehicle Identification Using Convolutional Neural Networks

1 code implementation13 Nov 2019 Icaro O. de Oliveira, Rayson Laroca, David Menotti, Keiko V. O. Fonseca, Rodrigo Minetto

To explore our dataset we design a two-stream CNN that simultaneously uses two of the most distinctive and persistent features available: the vehicle's appearance and its license plate.

Fine-Grained Vehicle Classification License Plate Detection +3

Resource-Constrained Simultaneous Detection and Labeling of Objects in High-Resolution Satellite Images

no code implementations23 Oct 2018 Gilbert Rotich, Rodrigo Minetto, Sudeep Sarkar

We describe a strategy for detection and classification of man-made objects in large high-resolution satellite photos under computational resource constraints.

Hydra: an Ensemble of Convolutional Neural Networks for Geospatial Land Classification

1 code implementation10 Feb 2018 Rodrigo Minetto, Mauricio Pamplona Segundo, Sudeep Sarkar

With this framework, we were able to reduce the training time while maintaining the classification performance of the ensemble.

General Classification

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